Intermediate Articles & Tutorials by Weights & Biases

Clear Search

English

Optimizing Models with Post-Training Quantization in Keras - Part I

Ishan Dutta

Jan 21

Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle

JoJoGAN: One Shot Face Stylization with W&B and Gradio

Ahsen Khaliq

Jan 20

Intermediate, Computer Vision, GenAI, Gradio, Tutorial, W&B Meta, JoJoGAN, Panels, Plots, Slider, Tables

Interpret any PyTorch Model Using W&B Embedding Projector

Aman Arora

Jan 19

Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Embedding Projector, Plots, Tables, Exemplary

Revisiting Deep Learning Models for Tabular Data

Saurav Maheshkar

Jan 14

Intermediate, Tabular, MLP, ResNet, Github, Plots, Chum here

ResNet Strikes Back: A Training Procedure in TIMM

Aman Arora

Dec 14

Intermediate, Computer Vision, Classification, PyTorch, TIMM, Experiment, Tutorial, ResNet, Tables

Choosing a Model for Detecting Surgical Instruments

Maria Rodriguez

Dec 13

Intermediate, Computer Vision, Object Detection, Experiment, R-CNN, VFNet, Github, Plots, Health Care, YOLO

An Introduction to VAE-GANs

Shambhavi Mishra

Dec 08

Intermediate, Computer Vision, GenAI, Experiment, VAE-GAN, Github, Panels, Plots

Information Extraction from Scanned Receipts: Fine-tuning LayoutLM on SROIE

Eric Bunch

Dec 07

Intermediate, Computer Vision, OCR, Experiment, LayoutLM, Panels, Tables, SROIE, NLP, Fine-tuning

Normalization Series: What is Batch Normalization?

Saurav Maheshkar

Dec 03

Intermediate, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Tables, MNIST, Normalization, Chum here, Exemplary

Deep Learning on the M1 Pro with Apple Silicon

Thomas Capelle

Dec 02

Intermediate, Hardware, Keras, Experiment, MobileNet v2, ResNet, Plots, Exemplary

Predicting Song Skipping on Spotify

Taha Bouhoun

Dec 01

Intermediate, Audio, Tutorial, Plots, Sweeps, Exemplary

How Weights & Biases Can Help with Audits & Regulatory Guidelines

Aman Arora

Nov 18

Intermediate, Domain Agnostic, W&B Meta, ResNet, Artifacts, Panels

Training Reproducible Robots with W&B

Armand du Parc Locmaria

Nov 17

Intermediate, Reinforcement Learning, W&B Meta, Artifacts, Plots

Let's Talk ConvMixer Architecture. What it is? Why you should use it? And how you can use it?

Burhanuddin Rangwala

Nov 16

Intermediate, Computer Vision, Classification, Keras, Experiment, ConvMixer, Plots

Difference Between ‘SAME’ and ‘VALID’ Padding in TensorFlow

Krisha Samir Mehta

Nov 10

Intermediate, Domain Agnostic, Keras, Tutorial

Input Keras Layer Explanation With Code Samples

Ayush Thakur

Nov 10

Intermediate, Domain Agnostic, Keras, Tutorial

LSTM RNN in Keras: Examples of One-to-Many, Many-to-One & Many-to-Many

Ayush Thakur

Nov 10

Intermediate, Domain Agnostic, Keras, Tutorial, RNN, Plots, LSTM

SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

Sayantan Das

Oct 25

Intermediate, Computer Vision, Image manipulation, Experiment, Panels

iTAML: An Incremental Task-Agnostic Meta-learning Approach

Joel Joseph

Oct 15

Intermediate, Computer Vision, Classification, Research, iTAML, Github, Panels, Plots, Sweeps, CIFAR-100, CIFAR10, MNIST, RC

Meta-Consolidation for Continual Learning (MERLIN)

Shambhavi Mishra

Oct 08

Intermediate, Computer Vision, Classification, Research, Plots, CIFAR10, ImageNet, MNIST

1...10...19

Iterate on AI agents and models faster. Try Weights & Biases today.

Popular Topics

Task

Framework / Integration

Domain